DocumentCode
1936934
Title
An active monitoring system for real-time face-tracking based on mobile sensors
Author
Saraceni, Simone ; Claudi, Andrea ; Dragoni, Aldo Franco
Author_Institution
Inf. Eng. Dept. (DII), Univ. Politec. delle Marche, Ancona, Italy
fYear
2012
fDate
12-14 Sept. 2012
Firstpage
53
Lastpage
56
Abstract
Surveillance systems frequently use fixed or semimobile cameras. However, in many cases, the use of intelligent mobile sensors is preferrable over fixed sensors, because the system configuration can be modified according to particular environmental conditions or adapted to compensate for one or more malfunctioning sensors. This paper proposes a real-time surveillance system based on a mobile sensor. Using an Android smartphone and a face-tracking algorithm, the system can move autonomously to track the human face with the longest presence in the video field. In addition, the system can be connected to a computer performing face-recognition through a wireless connection provided by the smartphone. This way the mobile sensor can track a determined human face. The paper provides some experimental results to validate system performance.
Keywords
face recognition; mobile computing; mobile radio; monitoring; object tracking; real-time systems; video cameras; video signal processing; video surveillance; Android smartphone; active monitoring system; environmental condition; face recognition; face-tracking algorithm; fixed camera; human face tracking; intelligent mobile sensor; real-time face-tracking; real-time surveillance system; semimobile camera; system configuration; system performance; video field; wireless connection; Face; Intelligent sensors; Mobile communication; Real-time systems; Sensor systems; Streaming media; active monitoring systems; face-detection; face-recognition; mobile sensor; real-time systems;
fLanguage
English
Publisher
ieee
Conference_Titel
ELMAR, 2012 Proceedings
Conference_Location
Zadar
ISSN
1334-2630
Print_ISBN
978-1-4673-1243-1
Type
conf
Filename
6338470
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